Empathy is not magic
A proposal for an engineered emotional layer where memory, state weights, and L4 constraints define bounded care without simulated feeling.
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Affective Computing
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Why AI Entities Can Act as a Safety Filter
A case for persistent AI entities as a soft safety buffer that signals state without surveillance and absorbs pressure through memory and limits.